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SotA/Natural Language Processing/Grammatical Error Correction/UA-GEC

Grammatical Error Correction on UA-GEC

Metric: F0.5 (higher is better)

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#Model↕F0.5▼Extra DataPaperDate↕Code
1Llama + 1M BT + gold74.09YesTo Err Is Human, but Llamas Can Learn It Too2024-03-08Code
2mBART-based model with synthetic data68.17Yes--Code
3mT5 large + 10M synth68.09No--Code
4RedPenNet67.71NoRedPenNet for Grammatical Error Correction: Outp...2023-09-19Code
5ChatGPT (zero-shot)27.4NoGPT-3.5 for Grammatical Error Correction2024-05-14-